Data Scientist (m/w/d)
Core
Develop a long-term planning model prototype, derive cause-effect relationships between value drivers and financial targets (EBIT, EBITDA), and validate models via sensitivity analysis.
Role type
Data Scientist (Financial Planning & Control)
Builds
Long-term planning models, regression models, Monte-Carlo simulations
Domain
Finance / Financial Planning & Control
Deliverable
production ML models
Required skills
Statistics, quantitative modeling, regression modeling, forecasting, OLS regression, correlation analysis, lag analysis, Monte-Carlo simulations, Excel, Python
Preferred skills
Financial planning, controlling, corporate management, modeling financial KPIs and value drivers
Responsibilities
Develop prototype for long-term planning model, Derive cause-effect relationships between value drivers and financial targets, Build and configure Monte-Carlo simulations, Validate and plausibilize models, Conduct sensitivity analyses
Seniority
Mid-level, hands-on IC